{"id":"W4390884364","doi":"10.1002/acr2.11646","title":"<scp>Real‐World</scp> Treatment and Care Patterns in Patients With Rheumatoid Arthritis Initiating <scp>First‐Line</scp> Tumor Necrosis Factor Inhibitor Therapy in the United States","year":2024,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AbbVie Canada","keywords":"Medicine; Discontinuation; Rheumatoid arthritis; Internal medicine; TNF inhibitor; Rheumatology; Adalimumab; Physical therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008621452,0.0001301314,0.000213602,0.000610409,0.0003197381,0.0005043669,0.0002762909,0.0003872878,0.001295706],"category_scores_gemma":[0.00306593,0.0001498678,0.0002857372,0.001388777,0.0002399297,0.0004048366,0.0003416831,0.000515687,0.0002005644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006840217,"about_ca_system_score_gemma":0.0007020346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872406,"about_ca_topic_score_gemma":0.02379829,"domain_scores_codex":[0.9989728,0.0003625975,0.0002113684,0.0001628463,0.0001808242,0.0001096824],"domain_scores_gemma":[0.9945734,0.0005965024,0.003915155,0.0001135838,0.0002922316,0.0005091454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005153014,0.00002700098,0.9984152,0.00001139418,0.00002853145,0.00002554496,0.00006754242,0.00003210785,0.00003934563,0.000006765707,0.0002566418,0.001038523],"study_design_scores_gemma":[0.00001064112,0.00006434909,0.9991499,0.00001621043,0.0000112998,0.0001459965,0.0001860875,0.0001535011,0.00002603243,0.000007875255,0.0002247637,0.00000329762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976279,0.0004712786,0.00005007454,0.000237879,0.000005684059,0.00001171527,0.001184129,0.000004970966,0.0004063357],"genre_scores_gemma":[0.9988953,0.0001673072,0.00006539055,0.0001096067,0.00001026253,0.00001225501,0.0006693007,0.000001269173,0.00006928686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872406,"threshold_uncertainty_score":0.03723013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197752940519069,"score_gpt":0.2829553664184279,"score_spread":0.263180072366521,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}